Datasets › TalkSumm

TalkSumm

Introduced by Guy Lev et al. in TalkSumm: A Dataset and Scalable Annotation Method for Scientific Paper Summarization Based on Conference Talks4 Jun 2019 archive 2025-07-28

The TalkSumm dataset contains 1705 automatically-generated summaries of scientific papers from ACL, NAACL, EMNLP, SIGDIAL (2015-2018), and ICML (2017-2018).

The dataset is provided as a list of titles and URLs and the corresponding summaries.

Source: GitHub

Homepage JSON

Benchmarks archive 2025-07-28

No leaderboard in the archive resolves to this dataset.

Papers archive 2025-07-28

No paper in the archive has a leaderboard row on this dataset; the archive counts 6 papers for it but never published that list.

Dataset loaders archive 2025-07-28

levguy/talksumm

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

Text Summarization Document Summarization Scientific Document Summarization

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

Texts

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

TalkSumm

1 variant name, as the archive lists them.

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections